Axel Davy

38 papers A* 3A 4B 3C 3Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
L1-Norm Redundant Delaunay Phase Unwrapping and Gradient Correction.
Image Process. Line
Alexandre Achard-de Lustrac, Roland Akiki, Axel Davy, Jean-Michel Morel
2024 J jnl
Fast, nonlocal and neural: a lightweight high quality solution to image denoising.
CoRR
Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin
2024 A conf
Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera.
WACV
Arnaud Barral, Pablo Arias, Axel Davy
2024 A conf
On the Importance of Large Objects in CNN Based Object Detection Algorithms.
WACV
Ahmed Ben Saad, Gabriele Facciolo, Axel Davy
2024 — conf
PDB Unet: A Spatio Temporal Video Fixed Pattern Noise Removal Network.
ECCV Workshops (9)
Hortensia Barral, Pablo Arias, Axel Davy
2023 A conf
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information.
WACV
Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo
2023 — conf
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery.
CVPR Workshops
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2023 J jnl
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery.
CoRR
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2023 J jnl
On the Importance of Large Objects in CNN Based Object Detection Algorithms.
CoRR
Ahmed Ben Saad, Gabriele Facciolo, Axel Davy
2022 J jnl
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information.
CoRR
Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo
2022 C conf
Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection.
IGARSS
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2022 A* conf
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites.
CVPR
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2022 J jnl
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites.
CoRR
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2021 J jnl
Fast, Nonlocal and Neural: A Lightweight High Quality Solution to Image Denoising.
IEEE Signal Process. Lett.
Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin
2021 J jnl
GPU acceleration of NL-means, BM3D and VBM3D.
J. Real Time Image Process.
Axel Davy, Thibaud Ehret
2021 C conf
PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution.
IGARSS
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2021 J jnl
Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolution.
CoRR
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2021 — conf
Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images.
CVPR Workshops
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
2021 A conf
Self-supervised training for blind multi-frame video denoising.
WACV
Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Gabriele Facciolo, Pablo Arias
2021 J jnl
Video Denoising by Combining Patch Search and CNNs.
J. Math. Imaging Vis.
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo
2020 J jnl
Self-Supervised training for blind multi-frame video denoising.
CoRR
Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Pablo Arias, Gabriele Facciolo
2019 B conf
A Non-Local CNN for Video Denoising.
ICIP
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo
2019 C conf
A Novel Activity Detector Applied to Sentinel-1 for Surveillance.
IGARSS
Axel Davy, Max Dunitz
2019 B conf
Detection of Small Anomalies on Moving Background.
ICIP
Axel Davy, Agnès Desolneux, Jean-Michel Morel
2019 J jnl
How to Reduce Anomaly Detection in Images to Anomaly Detection in Noise.
Image Process. Line
Thibaud Ehret, Axel Davy, Mauricio Delbracio, Jean-Michel Morel
2019 J jnl
Image Anomalies: A Review and Synthesis of Detection Methods.
J. Math. Imaging Vis.
Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio
2019 A* conf
Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images.
ICCV
Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo
2019 J jnl
Joint demosaicing and denoising by overfitting of bursts of raw images.
CoRR
Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo
2019 A* conf
Model-Blind Video Denoising via Frame-To-Frame Training.
CVPR
Thibaud Ehret, Axel Davy, Jean-Michel Morel, Gabriele Facciolo, Pablo Arias
2019 J jnl
Optimization of Image B-spline Interpolation for GPU Architectures.
Image Process. Line
Thibaud Briand, Axel Davy
2019 J jnl
Reducing Anomaly Detection in Images to Detection in Noise.
CoRR
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio
2018 J jnl
Image Anomalies: a Review and Synthesis of Detection Methods.
CoRR
Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio
2018 J jnl
Model-blind Video Denoising Via Frame-to-frame Training.
CoRR
Thibaud Ehret, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias
2018 J jnl
Non-Local Video Denoising by CNN.
CoRR
Axel Davy, Thibaud Ehret, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias
2018 B conf
Reducing Anomaly Detection in Images to Detection in Noise.
ICIP
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio
2017 J jnl
A survey of exemplar-based texture synthesis.
CoRR
Lara Raad, Axel Davy, Agnès Desolneux, Jean-Michel Morel
2017 J jnl
Brain tumor segmentation with Deep Neural Networks.
Medical Image Anal.
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
2015 J jnl
Brain Tumor Segmentation with Deep Neural Networks.
CoRR
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle